
Intelligent Computing Theories and Applications
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This book constitutes the refereed proceedings of the 8th International Conference on Intelligent Computing, ICIC 2012, held in Huangshan, China, in July 2012.
The 85 revised full papers presented were carefully reviewed and selected from 753 submissions. The papers are organized in topical sections on neural networks, evolutionar learning and genetic algorithms, granular computing and rough sets, biology inspired computing and optimization, nature inspired computing and optimization, cognitive science and computational neuroscience, knowledge discovery and data mining, quantum computing, machine learning theory and methods, healthcare informatics theory and methods, biomedical informatics theory and methods, complex systems theory and methods, intelligent computing in signal processing, intelligent computing in image processing, intelligent computing in robotics, intelligent computing in computer vision, intelligent agent and web applications, special session on advances in information security 2012.
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Content
- Title
- Preface
- Organization
- Table of Contents
- Neural Networks
- Mass Diagnosis in Mammography with Mutual Information Based Feature Selection and Support Vector Machine
- Introduction
- Level Set Segmentation of Masses
- Feature Extraction
- Feature Selection Based on Mutual Information
- Experiment Results
- Conclusion
- References
- Mean Square Exponential Stability of Hybrid Neural Networks with Uncertain Switching Probabilities
- Introduction
- Preliminaries
- Main Results
- Conclusions
- References
- Time-Varying Neurocomputing: An Iterative Learning Perspective
- Introduction
- Time-Varying Neural Networks
- General Architectures
- Typical Architectures
- Least Squares Learning Algorithm
- Periodic Neural Networks
- Conclusion
- References
- Knowledge Reduction Based on Evidence Reasoning Theory in Interval Ordered Information Systems
- Introduction
- Rough Sets and Interval Ordered Information Systems
- Knowledge Reduction Approach Based on Evidence Reasoning in Consistent IODT
- Conclusion
- References
- Evolutionary Learning and Genetic Algorithms
- Research on New Algorithm of Topic-Oriented Crawler and Duplicated Web Pages Detection
- Introduction
- Existing Research Results
- Topic-Oriented Crawler and Duplicated Web Pages Detection Algorithm
- Topic-Oriented Crawler Algorithms
- Duplicated Web Pages Detection Algorithm
- Performance Tests
- Conclusions
- References
- Direct Search Simulated Annealing for Nonlinear Global Optimization of Rayleigh Waves
- Introduction
- Direct Search Simulated Annealing for Surface Wave Analysis
- Synthetic Data Inversion
- A Real-World Example
- Conclusions
- References
- Four-Quadrant Division with HNN for Euclidean TSP
- Introduction
- Procedure of FQD-HNN
- Map Division
- Tour Creation via HNN
- Path Relinking
- Experimental Result
- Conclusion
- References
- An Immune Genetic Algorithm with Orthogonal Initialization for Analog Circuit Design
- Introduction
- Self-adaptive Immune Genetic Algorithm for Analog Circuit Design
- Circuit Topology for Automated Synthesis
- Orthogonal Initialization Population
- Cloning Selection and Hyper Mutation
- Self-adaptive Crossover and Mutation Operation
- Immune Elimination and Immune Memory
- Experimental Results
- Conclusions
- References
- A Novel Artificial Fish Swarm Algorithm Based on Multi-objective Optimization
- Introduction
- The Basic AFSA
- Multi-objective Optimization Problem
- Multi-objective Optimum in AFSA
- Chaotic Search
- Chaotic Mapping for Initialization
- Improved Differential Evolution with Chaotic Search
- Simulation Results And Discussion
- Parameter Analysis
- The Novel GAFSA
- Simulation Results
- Conclusions
- References
- Comparison of Data Exploration Methods and the BLUP Method in Application to the Animals Breeding
- Introduction
- Related Works
- Data and Methodology
- Data
- Methodology
- Case Study
- Conclusions
- References
- Two-Dimensional Locality Discriminant Projection for Plant Leaf Classification
- Introduction
- Basic Definitions
- 2D-Locality Discriminant Projection (2D-LDP)
- Experiments and Results
- Conclusions
- References
- An Eigengene-Based Classifier Committee Learning Algorithm for Tumor Classification
- Introduction
- Methodology
- Eigengene Extraction
- Experimental Results and Discussions
- Conclusions
- References
- An Expert System for an Innovative Discrimination Tool of Commercial Table Grapes
- Introduction
- Materials
- Methods: Supervised Classifiers
- EBP Artificial Neural Networks
- Classifiers Based on Trees: J48 and Random Forest
- Tests and Trials
- Results and Discussion
- Conclusions and Future Works
- References
- Soft Rough Sets and Topologies
- Introduction
- Preliminaries
- Soft Rough Approximations and Soft Rough Sets
- The Relationship between Soft Rough Sets and Topologies
- The Structure of Soft Rough Sets
- References
- Granular Computing and Rough Sets
- Sudden-Target Search Algorithm of Monitor Area Based on Visual Information Processing Model
- Introduction
- Construct the Visual Information Processing Model
- Sudden-Target Search Algorithm of Monitor Area
- The Experiment and Analysis
- Data Acquisition
- Sample Images Preprocessing and the Extracting of Topological Features Library
- Test Images Preprocessing and the Features Selection
- Sudden-Target Search
- Comparison and Analysis
- Conclusion
- References
- User Real-Time Interest Prediction Based on Collaborative Filtering and Interactive Computing for Academic Recommendation
- Introduction
- Related Terms
- User Real-Time Interest Prediction
- Building User Knowledge Flow for Personalized Service
- Discovering Collaborative User
- User Real-Time Interesting Prediction
- Experimental Results and Analysis
- Conclusions
- References
- Spatial-Based Feature for Locating Objects
- Introduction
- Related Work
- Spatial Representation of Objects
- What Is Spatial-Based Feature?
- A Brief Introduction to Reference Frames
- Computational Spatial Model
- Finding Orientation of Front in Intrinsic Reference System
- Estimating Poses for Inherent-Front Objects
- Pose Variation Representation in Intrinsic Reference System
- Experiments
- Dataset
- Preset
- Pose Estimation
- Spatial Recognition
- Discussion
- References
- Biology Inspired Computing and Optimization
- A Novel F-Pad for Handwriting Force Information Acquisition
- Introduction
- F-Pad Concept
- Conditioning Design
- Working Principal
- Experimental Results
- Conclusions
- References
- Stability of a Predator-Prey Model with Modified Holling-Type II Functional Response
- Introduction
- Stability of the Positive Equilibrium for the ODE System (1)
- Stability of the Positive Equilibrium for the PDE System (2)
- Instability of The Positive Equilibrium for the SPDE System (3)
- Numerical Illustrations
- References
- Using Multiple Objective Functions in the Dynamic Model of Metabolic Networks of
- Introduction
- Optimization Problem of Multiple Objective Function
- Converted Objective Function and the Computing Method
- Results and Discussions
- References
- Path Planning Based on Dynamic Multi-Swarm Particle Swarm Optimizer with Crossover
- Introduction
- Bezier Curves
- The Definition and Properties of Bezier Curve
- The Descriptions of the Particles
- Evaluating Criteria
- Dynamic Multi-Swarm Particle Swarm Optimizer with Crossover
- Experimental Results
- Conclusions
- References
- High Power C+L Wave Band Er-doped Optical Fiber Photosource Design and Experiment
- Introduction
- The Photosource Has the Principle
- Photosource Structure and Experimental Result Analysis
- BibTeX Entries
- References
- Nature Inspired Computing and Optimization
- Improved MOPSO Based on e-domination
- Introduction
- Related Work
- Improved Self-adaptive MOPSO Based on e-domination
- Self-adaptive MOPSO Based on e-domination (eDMOPSO)
- Effect of the Orthogonal Design on Algorithm
- Crossover Operator Based on Uniform Design
- Simulation Experiment and Analysis
- Conclusions
- References
- RFID Networks Planning Using BF-PSO
- Introduction
- RFID Network Planning (RNP) Problem
- Carbon Emissions
- Network Coverage
- Interference
- Load Balance
- Economic Efficiency
- Combined Measure
- BF-PSO on Solving the RNP Problem
- Experiments and Results
- Conclusions
- References
- A Relaxed Split Bregman Iteration for Total Variation Regularized Image Denoising
- Introduction
- The Split Bregman Iteration
- Restate the Split Bregman Iteration
- Reinterpret the Split Bregman Iteration
- The Relaxed Split Bregman Iteration
- Numerical Experiments
- Conclusion
- References
- Cognitive Science and Computational Neuroscience
- Cooperative Spectrum Detection Algorithm Based on Likelihood Ratio Law for Cognitive Radio Systems
- Introduction
- Single Node Detection Technique
- Cooperative Spectrum Detection Algorithm Based on Likelihood Ratio
- Simulation and Result Analysis
- Conclusion
- References
- Protein-Protein Interaction Affinity Prediction Based on Interface Descriptors and Machine Learning
- Introduction
- Materials and Methods
- Data Set
- Protein Complex Interface Representation
- Support Vector Regression Model
- Evaluation of the SVR Model by LOOCV Validation
- Comparison with Statistical Potentials of Mean Force-Based Method
- Results and Discussion
- References
- Evolving Decision Strategies for Computational Intelligence Agents
- Introduction
- Computational MAS
- Control of Computational Agent
- Genetic Programming
- Experiments
- Conclusion
- References
- Knowledge Discovery and Data Mining
- Using WordNet-Based Neighborhood for Improving Social Tag Recommendation
- Introduction
- Related Work
- WordNet-Based Neighborhood for Social Tag Recommendation
- Preliminaries
- Using WordNet-Based Neighborhood
- Experiments
- Conclusions
- References
- An Empirical Application of ANOVA, Correlation and Regression Method in English Testing
- Introduction
- Item Types
- Methodology
- Participants
- Instruments
- Rating
- Piloting
- Results and Discussions
- The First Research Question
- The Second Research Question
- Conclusion
- References
- An Efficient Multi-scale Overlapped Block LBP Approach for Leaf Image Recognition
- Introduction
- Leaf Features Extraction
- Multi-scale Pyramid
- Local Binary Pattern (LBP)
- LBP Feature Histogram Generation
- Plant Leaf Image Dataset
- Experimental Results
- Conclusion
- References
- Algorithm Research of ECG Characteristic Points Detection Based on Wavelet Transforms
- Introduction
- Wavelet Analysis
- Wavelet Transform
- The Application of Wavelet Transform
- Detection Algorithms
- Recognizing Signal Singularity
- Wavelet Transform of ECG
- Bandwidths of ECG Wavelets
- Algorithm Process
- Conclusions and Future Work
- References
- Action Recognition Based on the Feature Trajectories
- Introduction
- Description of The Feature Trajectory
- Details of the Trajectory Descriptor
- The Shape and Motion Information
- Trajectory Shape
- Trajectory Motion Information
- Experiments
- Datasets
- Action Classification Results
- Compare with The State-of-art Level
- References
- IEC61850 Based Operation, Control and Management of Utility Connected Microgrid Using Wireless Technology
- Introduction
- The IEC61850 Standard and MG Communication Information
- Wireless Based Communication Networks for Microgrid
- Wi-Fi Based Network
- Wi-MAX Based Network
- IED Modeling and Simulation
- Conclusion
- References
- Gabor Feature-Based Fast Neighborhood Component Analysis for Face Recognition
- Introduction
- The Gabor-FNCA Method
- Experimental Results
- Conclusions
- References
- Arabic Morphological Analysis and Disambiguation Using a Possibilistic Classifier
- Introduction
- The Proposed Approach
- Training Morphological Features
- Classifying Morphological Features
- Experimental Evaluation
- Conclusion
- References
- Quantum Computing
- Model-Based Multi-view Face Construction and Recognition in Videos
- Introduction
- AAM-Based Multi-view Face Feature Points Alignment
- Active Appearance Model
- AAM-Based Face Feature Points Alignment
- Tracking Based Face Posture Estimation
- Face Parts Reconstruction
- Face Parts Registration
- Face Parts Stitching
- Experiments
- Conclusion and Future Work
- References
- A Differential Evolution Approach for NTJ-NFSSP with SDSTs and RDs
- Introduction
- NTJ-NFSSP with SDSTs and RDs
- NFSSP with SDSTs
- NTJ-NFSSP with SDSTs and RDs
- DE_NTJ for NTJ-NFSSP with SDSTs and RDs
- Solution Representation
- Speed-up Evaluation Method
- DE-Based Global Search
- Local Search
- DE_NTJ
- Simulation Results and Discussion
- Experimental Setup
- Performance Measures
- Simulation Results
- Conclusions and Future Work
- References
- A Software Quantitative Assessment Method Based on Software Testing
- Introduction
- Software Trustworthy Decomposition Model
- Software Quantitative Assessment Method
- Getting the Weight Matrix
- Assessing Quantitatively Based on Software Testing Results
- An Example
- Conclusion
- References
- Machine Learning Theory and Methods
- Multi-Kernel Based Feature Selection for Regression
- Introduction
- Preliminaries
- Sparse Multiple Kernel Learning for
- Regression
- Optimization
- Experiments
- Experiment Setting
- Time Series Experiment
- Conclusions
- References
- Design and Implementation of a General-Purpose MCU Simulation Software
- Introduction
- Software Architecture
- Processor Plug-in
- Peripheral Plug-in
- Compiler Plug-in
- Functions Implementation
- Equipment Simulation
- Code Management/Compiling
- System Debugging
- Application and Features
- Application
- Features
- Conclusions
- References
- Predict the Tertiary Structure of Protein with Flexible Neural Tree
- Introduction
- Dataset
- Feature Extraction Methods
- Physicochemical Composition
- Recurrence Quantification Analysis
- Flexible Neural Tree
- Classification Model
- The Experimental Result and Analysis
- Conclusion
- References
- Independent Component Analysis of Excavator Noise
- Introduction
- Independent Component Analysis
- Signal Test
- FastICA of Excavator Engine Sound Signals
- Modal Analysis
- Conclusions
- References
- Healthcare Informatics Theory and Methods
- Stability Analysis for the Disease Free Equilibrium of a Discrete Malaria Model with Two Delays
- Introduction
- The Model and Preliminaries
- Stability of the Equilibrium
- Numerical Simulations
- Discussion
- References
- Fault Diagnosis Method of Machinery Based on Fisher's Linear Discriminant and Possibility Theory
- Introduction
- Method of Selecting Good Symptom Parameters
- Non-dimensional Symptom Parameters (NSPs) for Condition Diagnosis
- Distinction Index(DI) for Selecting Symptom Parameters
- Fisher's Linear Discriminant
- Sequential Diagnosis
- Possibility Theory for Condition Diagnosis
- Example of Diagnosis and Verification
- Experimental System
- DI for Excellent SPs
- Diagnosis Result by Fuzzy Theory
- Conclusions
- References
- Biomedical Informatics Theory and Methods
- Application of an Improved Fisher Criteria in Feature Extraction of Similar ECG Patterns
- Introduction
- Methods
- ECG Data
- Improved Fisher Criteria
- Algorithm of Feature Extraction Based on IFC
- Results
- Discussions
- Conclusions
- References
- Retention Index System Transformation Method Incorporated Optimal Molecular Descriptors through Particle Swarm Optimization
- Introduction
- Methods
- Datasets Preparation
- Multiple Linear Regression Model
- PSO and Parameters Setup
- Results and Discussion
- The Evaluation Criterion of Regression Performance
- Analysis of the Experiments
- Conclusions
- References
- A Modular Hierarchical Reinforcement Learning Algorithm
- Introduction
- Reinforcement Learning
- Hierarchical Reinforcement Learning
- MHRL Algorithm
- An Example of MHRL Algorithm
- Experimental Results and Analysis
- Conclusion
- References
- Determination of Unknown Boundary Condition in the Two-Dimensional Inverse Heat Conduction Problem
- Introduction
- Formulating the Inverse Problem
- Finite Difference Method
- Finite Volume Method and Weight Coefficient Method
- Numerical Example
- Conclusion
- References
- Complex Systems Theory and Methods
- Study on Co-precipitation Control for Complex Mixed Solution
- Introduction
- Problem Formulation
- Design of Sliding Mode Adaptive Controller and Stability Analysis
- Co-precipitation Control Simulation of Mixed Solution
- Conclusion
- References
- Coded Output Support Vector Machine
- Introduction
- The SMO Algorithm for the Soft e -SVR Machine
- Coded Output Support Vector Machine
- Simulations on the COSVM
- The Natural Number COSVM
- The Decimal COSVM
- The Binary COSVM
- Conclusion
- References
- The English Unknown Term Translation Mining with Improved Bilingual Snippets Collection Strategy
- Introduction
- The Baseline System of English Term Translation Mining
- Retrieve the Bilingual Snippets
- Candidate Term Extraction
- Rank and Sort Out Candidate Translations
- The Improving Strategy for Retrieving the Bilingual Snippets
- Query Expansion Strategy
- Surface Patterns Match Model
- Experimental Result and Analysis
- Conclusion and Future Work
- References
- Automatic Image Annotation Based on Relevance Feedback
- Introduction
- Proposed Algorithm for Annotated Images
- Image Segmentation and Clustering
- Training Module
- Automatic Image Annotation Module
- Relevance Feedback Module
- Experimental Results
- Experiments Design
- Results and Discussions
- Conclusion and Future Work
- References
- GMA: An Approach for Association Rules Mining on Medical Images
- Introduction
- Medical Image Preprocessing
- Association Graph and Matrix Algorithm (GMA)
- Basic Concept
- GMA Algorithm
- Experiment and Analysis
- Conclusion
- References
- Intelligent Computing in Signal Processing
- Finding k-Biclusters from Gene Expression Data
- Introduction
- Biclustering Model
- Biclustering Algorithm
- Steady Bicluster Construction
- H Score Reduction
- Bicluster Maximization
- Algorithm Description
- Experiments
- Data Set
- Parameters Issue
- Results
- Analysis and Comparison of Experimental Results
- Conclusions
- References
- The Fast Blind Equalization Algorithm with Global Convergence
- Introduction
- CRIMNO Algorithm
- New Blind Equalization Algorithm
- Simulation
- Performance Comparison of Different Algorithms
- Performance Comparison of Constellation Convergent
- Summary
- References
- Sequential Patterns Mining on High-Dimensional Data Stream
- Introduction
- Sequential Patterns Mining
- Algorithm Overview
- Seq-extension and Item-Extension
- Bitmap Representation of Sequence
- Tree Structure
- Sequential Pattern Mining in Data Stream
- Scaling with Stream Data
- Experiment and Results
- Experiment Parameters
- Results
- Conclusion
- References
- Intelligent Computing in Image Processing
- Integration of Global and Local Feature for Age Estimation of Facial Images
- Introduction
- Global and Local Feature Extraction
- Global Feature Extraction
- Local Feature Extraction
- Construction of Global Classifier and Local Classifier and Parallel Integration
- Experiments
- Experimental Setting
- Experiment Result
- Conclusion
- References
- Application of Adaptive Quantum Particle Swarm Optimization Algorithm for Optimal Dispatching of Cascaded Hydropower Stations
- Introduction
- Problem Formulations
- Adaptive Quantum Particle Swarm Optimization Algorithm
- Two Chains Encoding Method for Quantum Chromosome
- Calculate the Inertia Weight
- Update the Quantum Probability Amplitude
- Evaluation Function
- Case Study
- Conclusions
- References
- Path Planning of UCAV Based on a Modified GeesePSO Algorithm
- Introduction
- The Model for Solving Path Planning of UCAV
- Problem Description
- Definition of Objective Function
- The Modified GeesePSO (MGeesePSO)
- Standard PSO Algorithm (SPSO)
- PSO Algorithm Inspired by Wild Geese Swarm (GeesePSO)
- MGeesePSO
- Design for Path Planning of UCAV Based on the Modified GeesePSO
- Particle Coding
- Fitness Function for Evaluating Particles
- Simulation Example
- Example of Function Optimization
- Example of Path Planning of UCAV Based on MGeesePSO
- Conclusion
- References
- ROI Extraction of Palmprint Images Using Modified Harris Corner Point Detection Algorithm
- Introduction
- The General ROI Location Steps
- The Modified Harris Algorithm
- Harris Corner Detection Algorithm
- Modified Harris Corner Detection Algorithm
- Experimental Results and Analysis
- Location and Segmentation of ROI
- Comparison of Experimental Analysis
- Conclusions
- References
- Viewpoint Selection Based on NM-PSO for Volume Rendering
- Introduction
- Viewpoint Quality Evaluation Based on Information Entropy
- The Hbrid NM-PSO
- The Nelder-Mead Simplex Search Algorithm
- PSO Algorithm
- NM-PSO Algorithm
- Viewpoint Selection Using NM-PSO for Volume Rendering
- Experimental Results and Analysis
- Conclusion
- References
- Statistical Contourlet Subband Characterization for Texture Image Retrieval
- Introduction
- Contourlet Transform
- Proposed Texture Retrieval Method
- Statistical Contourlet Subband Characterization
- Discrepancy Measurement and Texture Retrieval
- Experiment Results
- Performance Evaluation
- Further Comparison on the Other Datasets
- Conclusions
- References
- A New Weighted ARC-SC Approach for Leaf Image Recognition
- Introduction
- Related Works (SC and IDSC)
- Extraction of Leaf Features
- The Arc length Shape Contexts (ARC-SC)
- Leaf Shape Matching with Weighted ARC-SC
- Experimental Results
- Dataset
- Experimental Results Using ARC-SC
- Experimental Results Using Weighted ARC_SC
- Conclusions
- References
- Intelligent Computing in Robotics
- Multi-Objective Particle Swarm Optimization Algorithm Based on Differential Populations
- Introduction
- Basic Concept of MOP
- Standard Particle Swarm Algorithm
- The Proposed Algorithm of MOPSODP
- Experimental Results
- Tests Problems
- Performance Measures
- Comparison and Discussion
- Conclusion
- References
- Simulation of a Dual Busy Tone Broadcasting MAC Protocol
- Introduction
- A Dual Busy Tone Broadcasting MAC Protocol
- Modeling and Implementation of the Dual Busy Tone Broadcasting MAC Protocol with OPNET Platform
- Node Model Design
- Simulation of Busy Tone
- Process Design
- Experiment Design and Performance Analysis
- Conclusion
- References
- WSN Aided Indoor Localization for Unmanned Vehicles
- Introduction
- WSN Aided Multi-sensor Fusion Based Localization System
- Localization Using RSSI Measurements
- Player/Stage Based Simulation Studies
- Conclusions
- References
- Robotic System Controlling Target Human's Attention
- Introduction
- Related Work
- System Overview
- Preliminary Study: Human-Robot Observation
- Methods:
- Data Collection and Analysis:
- Behavioral Process of Attention Control
- Design of the Cues
- Experiment
- Results
- Conclusion
- References
- Intelligent Computing in Computer Vision
- A Periodic Structural Model for Characterizing Network Traffic
- Introduction
- Problem Formulation
- Experiments
- Conclusions and Future Work
- References
- Fast Segment-Based Algorithm for Multi-view Depth Map Generation
- Introduction
- Proposed Algorithm
- Reference Image Segmentation
- Aggregate Errors
- Initial Depth Map Generation
- Post Processing
- Experimental Results
- Conclusions
- References
- Distance Coloring and Distance Edge-Coloring of d - dimensional Lattice
- Introduction
- Distance Coloring
- Distance Edge-Coloring
- References
- Individual Optimal Feature Selection Based on Comprehensive Evaluation Indexs
- Introduction
- Comprehensive Evaluation Model [8,9]
- Multi-criteria Comprehensive Feature Evaluation Algorithm
- Several Feature Evaluation Criteria
- Feature Evaluation and Selection Experiment
- Experimental Data
- Feature Evaluation
- Feature Selection
- Conclusion
- References
- Pose Determination from One Point and Two Coplanar Line Features
- Introduction
- Camera Model and Problem Statement
- The Case of Two Parallel Lines
- Problem Description
- Solution Properties and Closed Form Solution
- The Case of Two Intersecting Lines
- Problem Description
- Solution Properties and Closed Form Solution
- Conclusion
- References
- Intelligent Agent and Web Applications
- A Novel Algorithm of Single Vehicle-Mounted ESM Sensor Locating Fixed Emitter
- Introduction
- Recursive Least-Squares Location Algorithm
- The Dynamic Models of Vehicle
- Least Squares Location Algorithm
- Recursive Least Squares Location Algorithm
- Coordinate Rotation Transform
- Simulation and Results
- Data Rate Equates 10 s/t
- Data Rate Equates 1s/t
- Result Analysis
- Conclusion
- References
- Applying Blocking and Frame Grouping to Design a Robust and Imperceptible Video Watermark
- Introduction
- Video Watermarking and Geometric Distortion
- Video Watermarking
- Geometric Distortion
- Blocking and Frame Grouping
- Blocking
- Frame Grouping
- Experimental Results
- Conclusion
- References
- Improved PageRank Algorithm Based on the Residence Time of the Website
- Introduction
- The Improved Algorithm with the Residence Time of Website
- Experimental Certification
- Recall Rate
- Precision Rate
- Repetition Rate
- Conclusions
- References
- A Fast Algorithm for Intra-prediction Mode Selection Based on Block Feature
- Introduction
- Dae-Yeon Kim Fast Intra Prediction Mode Selection Algorithm
- Fast Mode Selection Algorithm Based on Block Characteristics
- Algorithm Improvement
- Algorithm Processes
- Experiment Results and Analysis
- Only Use I Picture
- IPPP Structure Test: Adjacent I-Frame Interval Is 15
- Conclusion
- References
- Agent-Based Task Decomposing Technique for Web Service Composition
- Introduction
- Related Work
- Task Decomposing Theory and Task Decomposing Process
- Task Decomposing Theory
- Task Decomposing Process
- Agent-Based Hierarchical Task Description Language
- Case Analysis
- Conclusions
- References
- The Psychological Behaviour Research of Individuals in Mass Violence Events
- Introduction
- Related Basic Theories
- Agent-Based System Based on Modeling of Individual Agents
- Psychological Volatility Factor
- The Attended Willingness of Participates
- The Experiments and Simulations for Mass Violence Events
- The Affection Degree of Agitators
- The Affection Degree of Activists
- Other Influencing Factors
- Experimental Results and Analysis
- Conclusions
- References
- HadoopRDF: A Scalable Semantic Data Analytical Engine
- Introduction
- Problem Definition
- Related Work
- Our Approach: HadoopRDF
- Data Partition and SPARQL Query Decomposition
- Map-Reduce Jobs
- Contrasting Approaches
- Experiments
- Dataset and Experimental Setup
- Evaluation
- Conclusions
- References
- Special Session on Advances in Information Security 2012
- Research on Memory Strategies of Shearer Cutting Path
- Introduction
- Priority of the Memory Data
- Selection Scheme of the Memory Point
- The Data Structure of the Memory Point
- Data Compression of Memory Point
- Summary
- References
- PAC Learnability of Rough Hypercuboid Classifier
- Introduction
- Rough Hypercuboid Classifier
- Rough Sets
- Rough Hypercuboid Classifier
- Probably Approximately Correct Learnability of RHC
- Probably Approximately Correct Learning
- Vapnik-Chervonenkis Theory
- PAC Learnability of RHC Classification Method
- Discussion about Instances Upper Bound of RHC
- Conclusion
- References
- Orthogonal Moments for Efficient Feature Extraction from Line Structure Based Biometric Images
- Introduction
- Orthogonal Moments
- Feature Extraction
- Fingerprint
- Palmprint
- Experimental Results
- Multimodal Fusion
- Conclusion
- References
- Four Slap Fingerprint Segmentation
- Introduction
- Proposed Four Slap Fingerprint Segmentation Algorithm
- Preprocessing
- Clustering
- Finger Mapping
- Experimental Results
- Conclusion
- References
- Vehicle Routing Problem with Time Windows Based on Adaptive Bacterial Foraging Optimization
- Introduction
- Description of VRPTW
- Adaptive Bacterial Foraging Optimization for VRPTW
- Adaptive Bacterial Foraging Optimization
- Design ABFO for VRPTW
- Experiments and Results
- Conclusions and Future Work
- References
- Author Index
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